Part-solid pulmonary nodule phantoms with realistic morphology and densities by stereolithography-based 3D-printing: from design to validation

Part-solid pulmonary nodule phantoms with patient-realistic morphologies and multiple radiodensities were manufactured using benchtop SLA 3D-printing. Clinical relevance of our 3D-printed nodules is demonstrated and statistically substantiated in a multicentre, single-blinded reader study including seventeen reading radiologists. Our methodology renders pulmonary nodule models that overcome limitations of generic, standardised, commercially available phantoms, often lacking complexity and realism. Manufactured nodule phantoms can provide an absolute ground truth for software training and validation, CT protocol optimisation and (image) quality assurance. Our modified 3D-printing method is readily available to other groups and can be customised to specific research applications.

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Publication Details

Journal
European Radiology Experimental
Published
2025-11-04
DOI
https://doi.org/10.1186/s41747-025-00644-4
Primary Topic
Lung Cancer Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
0.00

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article

Part-solid pulmonary nodule phantoms with realistic morphology and densities by stereolithography-based 3D-printing: from design to validation

Dimitri Buytaert, L Dhondt, Klaus Bacher, Annemiek Snoeckx et al.
European Radiology Experimental
Lung Cancer Diagnosis and Treatment
article

Part-solid pulmonary nodule phantoms with realistic morphology and densities by stereolithography-based 3D-printing: from design to validation

Dimitri Buytaert, L Dhondt, Klaus Bacher, Annemiek Snoeckx, Pieter‐Jan Kellens
article en

Abstract

Part-solid pulmonary nodule phantoms with patient-realistic morphologies and multiple radiodensities were manufactured using benchtop SLA 3D-printing. Clinical relevance of our 3D-printed nodules is demonstrated and statistically substantiated in a multicentre, single-blinded reader study including seventeen reading radiologists. Our methodology renders pulmonary nodule models that overcome limitations of generic, standardised, commercially available phantoms, often lacking complexity and realism. Manufactured nodule phantoms can provide an absolute ground truth for software training and validation, CT protocol optimisation and (image) quality assurance. Our modified 3D-printing method is readily available to other groups and can be customised to specific research applications.

European Radiology ExperimentalVol. 9(1)
University of Antwerp (BE), Ghent University (BE), Antwerp University Hospital (BE)
Fonds Wetenschappelijk Onderzoek, Universitair Ziekenhuis Gent, Universiteit Gent, Kom op tegen Kanker, Vlaamse regering
Openalex Percentile: Top 54%
Lung Cancer Diagnosis and Treatment
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Part-solid pulmonary nodule phantoms with realistic morphology and densities by stereolithography-based 3D-printing: from design to validation — Dimitri Buytaert, L Dhondt, et al. · European Radiology Experimental (2025) | TGRS Research Map | TGRS